/Frequent-pattern-mining

频繁项集挖掘是通常是大规模数据分析的第一步。Eclat 算法原理复现,最大项集挖掘算法复现等

Primary LanguageJupyter Notebook

Frequent-pattern-mining

频繁项集挖掘是通常是大规模数据分析的第一步。Eclat 算法原理复现,最大项集挖掘算法复现,敏感度分析等 Assignment Objectives

  • To implement the Eclat algorithm and test it under different configurations;
  • To mine maximal patterns;
  • To mine association rules from the frequent patterns
  • To perform a sensitivity analysis on the minimum support threshold.